# Owning Accountability for Agentic Engineering Systems

DevFeed: [Owning Accountability for Agentic Engineering Systems](<https://devfeed.tech/articles/own-the-outer-loop-28499.md>)

Original publisher: [Read original article](<https://addyosmani.com/blog/own-the-outer-loop/>)

Author: Addy Osmani

Published: 2026-07-15T00:00:00Z

Content type: opinion

Language: en

Sources: [Addy Osmani](<https://devfeed.tech/sources/addy-osmani.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [trust](<https://devfeed.tech/topics/trust.md>), [implementation](<https://devfeed.tech/topics/implementation.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [agentic-engineering](<https://devfeed.tech/tags/agentic-engineering.md>), [agents](<https://devfeed.tech/tags/agents.md>), [delegation](<https://devfeed.tech/tags/delegation.md>), [quality](<https://devfeed.tech/tags/quality.md>), [trust](<https://devfeed.tech/tags/trust.md>), [verification](<https://devfeed.tech/tags/verification.md>)

## AI overview

This commentary argues that engineers must own the accountability boundary around agentic engineering systems. It defines quality as pre-release checks, verdict as the human production decision, and answerability as the ability to explain why a decision was made. It presents agents as models combined with harnesses and repeatable investigate-implement-verify cycles, with humans retaining responsibility for decisions at the boundary.

## Source excerpt

Engineers need to own the outer loop, the accountability for these systems. A written version of my AI Engineer World's Fair 2026 closing keynote: quality, verdict, and answerability, the three hidden costs of delegation, and building software factories you can stand behind.